Helion-V2.5-Rnd / model.safetensors.index.json
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{
"metadata": {
"total_size": 140737488355328,
"format": "safetensors",
"model_name": "DeepXR/Helion-2.5-Rnd",
"version": "2.5.0-rnd",
"precision": "bfloat16",
"parameters": "70B",
"total_shards": 96,
"created_at": "2025-01-30T00:00:00Z",
"sha256_checksums_available": true,
"shard_size_avg": "1.46GB",
"note": "SafeTensors shards will be available soon. Model weights distributed across 96 files for optimal loading."
},
"weight_map": {
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"model.layers.0.self_attn.k_proj.weight": "model-00002-of-00096.safetensors",
"model.layers.0.self_attn.v_proj.weight": "model-00003-of-00096.safetensors",
"model.layers.0.self_attn.o_proj.weight": "model-00003-of-00096.safetensors",
"model.layers.0.mlp.gate_proj.weight": "model-00004-of-00096.safetensors",
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"model.layers.31.self_attn.k_proj.weight": "model-00093-of-00096.safetensors",
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"model.layers.31.mlp.down_proj.weight": "model-00095-of-00096.safetensors",
"model.layers.31.input_layernorm.weight": "model-00096-of-00096.safetensors",
"model.layers.31.post_attention_layernorm.weight": "model-00096-of-00096.safetensors",
"model.norm.weight": "model-00096-of-00096.safetensors",
"lm_head.weight": "model-00096-of-00096.safetensors"
},
"safetensors_info": {
"description": "SafeTensors format provides secure, fast, and zero-copy tensor serialization",
"total_shards": 96,
"parameters": "70B",
"shard_distribution": "Each transformer layer distributed across ~3 shards for balanced loading",
"benefits": [
"No arbitrary code execution during loading",
"Lazy loading support for memory efficiency",
"Fast deserialization without pickle",
"Tensor metadata validation",
"Cross-platform compatibility",
"Memory-mapped file support",
"Parallel loading across multiple GPUs"
],
"verification": "Each file will include SHA256 checksum for integrity verification",
"status": "In preparation - 96 shards to be released soon"
},
"shard_structure": {
"embedding_layer": {
"shards": ["model-00001-of-00096.safetensors"],
"size_estimate": "~1.0GB"
},
"transformer_layers": {
"layers_per_shard": "~0.33",
"shards_range": "model-00002-of-00096 to model-00095-of-00096",
"size_estimate": "~1.5GB per shard"
},
"output_layer": {
"shards": ["model-00096-of-00096.safetensors"],
"includes": ["model.norm.weight", "lm_head.weight"],
"size_estimate": "~1.0GB"
}
}
}